Research Article

The Political Connections and Commercial Credit Financing of Privately Held Companies

Table 4

Modifications of market factors and corporate transparency.

Model (2)Model (2_1)Model (2_2)Model (3_1)Model (3_2)

Constant term−0.0300.0570.1090.0250.011
(0.437)(0.468)(0.469)(0.437)(0.437)
Political affiliation−0.006−0.006−0.006−0.006−0.006
(0.002)(0.002)(0.002)(0.002)(0.002)
Enterprise age0.0910.0900.0960.0950.096
(0.041)(0.041)(0.041)(0.041)(0.041)
Enterprise size−0.042−0.042−0.042−0.047−0.047
(0.013)(0.013)(0.013)(0.013)(0.013)
Corporate leverage0.1060.1060.1070.1060.107
(0.024)(0.024)(0.024)(0.024)(0.024)
Fixed assets−0.022−0.022−0.023−0.020−0.022
(0.025)(0.025)(0.025)(0.025)(0.025)
Capital intensity0.0980.0980.0980.1030.103
(0.014)(0.014)(0.014)(0.014)(0.014)
Corporate performance−0.102−0.102−0.102−0.117−0.116
(0.025)(0.025)(0.025)(0.026)(0.026)
Equity concentration−0.081−0.082−0.079−0.075−0.075
(0.044)(0.044)(0.044)(0.044)(0.044)
CEO two in one−0.011−0.011−0.011−0.011−0.011
(0.005)(0.005)(0.005)(0.005)(0.005)
Business linkages0.0180.0180.0180.0180.018
(0.010)(0.010)(0.010)(0.010)(0.010)
Insolvency distance0.0010.0010.0010.0010.001
(0.005)(0.005)(0.005)(0.005)(0.005)
Regional GNP0.0700.0620.0530.0680.070
(0.090)(0.091)(0.091)(0.090)(0.090)
Process of marketization−0.044−0.041
(0.073)(0.073)
Market competition−0.017−0.047
(0.128)(0.129)
Political affiliation×0.041
Process of marketization(0.021)
Political affiliation×0.063
Market competition(0.036)
Enterprise transparency−0.0 hy 25−0.023
(0.026)(0.026)
Political affiliation×0.026
Enterprise transparency(0.012)
N3,9373,9373,9373,9373,937
R20.2190.2290.2310.2200.223
F16.61015.38614.57516.16015.633

Note: , , and represent significant levels of 10%, 5%, and 1%, respectively (double-tailed test).